federation-sync — for Claude Code federation-sync, EngramR, community, for Claude Code, ide skills, Cross-Vault, Federation, Synchronize, claims, hypotheses

v1.0.0

Acerca de este Skill

Perfecto para agentes de IA que necesitan sincronización descentralizada de conocimientos y generación competitiva de hipótesis entre bóvedas de pares. Resumen localizado: Synchronize claims and hypotheses with peer vaults via shared exchange directory # /federation-sync -- Cross-Vault Federation Agent Synchronize claims and hypotheses between peer vaults using a shared exchange directory. This AI agent skill supports Claude Code, Cursor, and

Características

/federation-sync -- Cross-Vault Federation Agent
Synchronize claims and hypotheses between peer vaults using a shared
exchange directory. Respects trust levels and quarantine policies.
Implements file-based federation exchange as described in ops/federation.yaml.
No server infrastructure required -- peers share a directory (git repo,

# Temas principales

achousal achousal
[1]
[0]
Actualizado: 3/15/2026

Skill Overview

Start with fit, limitations, and setup before diving into the repository.

Perfecto para agentes de IA que necesitan sincronización descentralizada de conocimientos y generación competitiva de hipótesis entre bóvedas de pares. Resumen localizado: Synchronize claims and hypotheses with peer vaults via shared exchange directory # /federation-sync -- Cross-Vault Federation Agent Synchronize claims and hypotheses between peer vaults using a shared exchange directory. This AI agent skill supports Claude Code, Cursor, and

¿Por qué usar esta habilidad?

Habilita a los agentes a sincronizar reclamos e hipótesis entre bóvedas de pares utilizando un directorio de intercambio compartido, respetando los niveles de confianza y las políticas de cuarentena, e implementando el intercambio de federación basado en archivos como se describe en

Mejor para

Perfecto para agentes de IA que necesitan sincronización descentralizada de conocimientos y generación competitiva de hipótesis entre bóvedas de pares.

Casos de uso accionables for federation-sync

Sincronización de reclamos en varias bóvedas
Generación de hipótesis competitivas entre agentes de pares
Respeto de los niveles de confianza y las políticas de cuarentena durante el intercambio de conocimientos

! Seguridad y limitaciones

  • Requiere acceso a un directorio compartido (repositorio git, unidad compartida o volumen montado)
  • No admite infraestructura de servidor
  • Depende de la configuración de ops/federation.yaml

About The Source

The section below is adapted from the upstream repository. Use it as supporting material alongside the fit, use-case, and installation summary on this page.

Demo Labs

Browser Sandbox Environment

⚡️ Ready to unleash?

Experience this Agent in a zero-setup browser environment powered by WebContainers. No installation required.

Boot Container Sandbox

FAQ y pasos de instalación

These questions and steps mirror the structured data on this page for better search understanding.

? Preguntas frecuentes

¿Qué es federation-sync?

Perfecto para agentes de IA que necesitan sincronización descentralizada de conocimientos y generación competitiva de hipótesis entre bóvedas de pares. Resumen localizado: Synchronize claims and hypotheses with peer vaults via shared exchange directory # /federation-sync -- Cross-Vault Federation Agent Synchronize claims and hypotheses between peer vaults using a shared exchange directory. This AI agent skill supports Claude Code, Cursor, and

¿Cómo instalo federation-sync?

Ejecuta el comando: npx killer-skills add achousal/EngramR/federation-sync. Funciona con Cursor, Windsurf, VS Code, Claude Code y más de 19 IDE adicionales.

¿Cuáles son los casos de uso de federation-sync?

Los casos de uso principales incluyen: Sincronización de reclamos en varias bóvedas, Generación de hipótesis competitivas entre agentes de pares, Respeto de los niveles de confianza y las políticas de cuarentena durante el intercambio de conocimientos.

¿Qué IDE son compatibles con federation-sync?

Esta skill es compatible con Cursor, Windsurf, VS Code, Trae, Claude Code, OpenClaw, Aider, Codex, OpenCode, Goose, Cline, Roo Code, Kiro, Augment Code, Continue, GitHub Copilot, Sourcegraph Cody, and Amazon Q Developer. Usa la CLI de Killer-Skills para una instalación unificada.

¿Tiene limitaciones federation-sync?

Requiere acceso a un directorio compartido (repositorio git, unidad compartida o volumen montado). No admite infraestructura de servidor. Depende de la configuración de ops/federation.yaml.

Cómo instalar este skill

  1. 1. Abre tu terminal

    Abre la terminal o línea de comandos en el directorio de tu proyecto.

  2. 2. Ejecuta el comando de instalación

    Ejecuta: npx killer-skills add achousal/EngramR/federation-sync. La CLI detectará tu IDE o agente automáticamente y configurará la skill.

  3. 3. Empieza a usar el skill

    El skill ya está activo. Tu agente de IA puede usar federation-sync de inmediato en el proyecto actual.

! Source Notes

This page is still useful for installation and source reference. Before using it, compare the fit, limitations, and upstream repository notes above.

Upstream Repository Material

The section below is adapted from the upstream repository. Use it as supporting material alongside the fit, use-case, and installation summary on this page.

Upstream Source

federation-sync

Install federation-sync, an AI agent skill for AI agent workflows and automation. Explore features, use cases, limitations, and setup guidance.

SKILL.md
Readonly
Upstream Repository Material
The section below is adapted from the upstream repository. Use it as supporting material alongside the fit, use-case, and installation summary on this page.
Upstream Source

/federation-sync -- Cross-Vault Federation Agent

Synchronize claims and hypotheses between peer vaults using a shared exchange directory. Respects trust levels and quarantine policies.

Architecture

Implements file-based federation exchange as described in ops/federation.yaml. No server infrastructure required -- peers share a directory (git repo, shared drive, or mounted volume).

Vault paths

  • Config: ops/federation.yaml
  • Claims: notes/ (export source), imported claims also go here
  • Hypotheses: _research/hypotheses/ (export + import)
  • Exchange dir: configured in ops/federation.yaml under sync.exchange_dir

Code

  • _code/src/engram_r/claim_exchange.py -- export_claims(), import_claims()
  • _code/src/engram_r/hypothesis_exchange.py -- export_hypotheses(), import_hypotheses()
  • _code/src/engram_r/federation_config.py -- load_federation_config()

Exchange directory structure

exchange_dir/
  {vault_id}/
    claims.yaml          -- exported claims from this vault
    hypotheses.yaml      -- exported hypotheses from this vault
    manifest.yaml        -- vault identity + export timestamp

Workflow

  1. Read ops/federation.yaml to get federation config.
  2. If federation is disabled, exit with message.
  3. Validate exchange directory exists and is writable.

Export phase

  1. Export claims from notes/ according to export policy:
    • Filter by confidence levels in export.claims.filter_confidence
    • Limit to export.claims.max_per_sync
    • Strip wiki-links (not portable across vaults)
  2. Export hypotheses from _research/hypotheses/ according to export policy:
    • Filter by export.hypotheses.min_elo
    • Limit to export.hypotheses.max_per_sync
  3. Write exports to exchange_dir/{vault_id}/claims.yaml and hypotheses.yaml.
  4. Write a manifest.yaml with vault identity and export timestamp.

Import phase

  1. List peer directories in the exchange dir (any dir that is not this vault's).
  2. For each peer: a. Read their manifest.yaml to identify the peer. b. Check trust level in federation.yaml peers config. c. If untrusted (and default trust is untrusted), skip with log message. d. If verified or full:
    • Import claims: import_claims() with quarantine based on trust level.
    • Import hypotheses: import_hypotheses() with federated Elo fields.
  3. Write sync summary to ops/daemon-inbox.md:
    • Claims exported / imported per peer
    • Hypotheses exported / imported per peer
    • Peers skipped (untrusted)

Trust levels

LevelClaimsHypothesesQuarantineFederated Tournament
fullAcceptAcceptNoYes
verifiedAcceptAcceptYesYes
untrustedRejectRejectN/ANo

Safety rules

  • NEVER import from peers whose trust level blocks import.
  • ALWAYS quarantine verified-peer imports (unless quarantine is disabled globally).
  • NEVER overwrite existing notes during import (use overwrite=False).
  • NEVER export private/quarantined notes.
  • Log every import/export action for provenance.

Federated Elo

Imported hypotheses get:

  • elo_federated: 1200 (starting federated rating)
  • elo_source: {original_elo} (informational, from source vault)
  • matches_federated: 0
  • matches_source: {original_matches}

The /tournament --federated mode updates elo_federated (not elo), keeping local and federated rankings separate.

Daemon integration

The daemon scheduler checks ops/federation.yaml for:

  • enabled: true -- master switch
  • sync.exchange_dir -- must be non-empty

When both conditions are met, the scheduler includes federation-sync in the P3.5 priority tier (after background tasks, before idle).

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